3D body scanning in clothing manufacturing and retail, and healthcare
Submitting Institution
University College LondonUnit of Assessment
Computer Science and InformaticsSummary Impact Type
TechnologicalResearch Subject Area(s)
Mathematical Sciences: Statistics
Medical and Health Sciences: Neurosciences
Economics: Applied Economics
Summary of the impact
UCL's pioneering use of 3D body surface scanning and national
anthropometric surveys has had impact in the fashion industry and
healthcare. In 2008, a UCL spinout, Sizemic, was founded to sell clothing
size charts and fit mannequins based on the UK survey data, helping
manufacturers and retailers improve the fit of their clothing, and reduce
their product development times and costs. Sizemic now has 10 employees
and a turnover of £1m. The research also led to other national sizing
surveys, including in Germany (2008/9), Thailand (2009/10) and Mexico
(2010), with results used for product development. In 2009, UCL built a
prototype 3D-healthcare system for GPs and established a company,
ShapeDynamics, to support the platform. The software is being tested at a
private healthcare practice in London. Another UCL spinout, Bodymetrics,
has commercialised body scanners for use as a clothes-fitting aid in
stores.
Underpinning research
Between 1995 and 1998, Professor Philip Treleaven and his research group
at UCL developed the first size-extraction software for the Hamamatsu 3D
scanner. His research team was one of the first groups to develop software
for extracting linear measurements from a point cloud. This involved
taking the point cloud, cleaning the data of outliers, identifying body
landmarks, and then calculating linear measurements related to the body
landmark (e.g. chest circumference).
In the late 1990s, Treleaven realised the potential of these scanners for
conducting national anthropometrics surveys. However, whole body scanners
are 3D shape capture devices rather than devices for just capturing linear
`tape measure' measurements, so to realise their full potential, three
areas of research were required — (a) software engineering (b) 3D body
modelling and (c) 3D applications [1].
An initial challenge was in software engineering, as in order to fully
utilise the potential of 3D whole-body scanners for surveys and screening
subjects, a comprehensive data management infrastructure was required to
automate registration, manage the measurement of subjects, store the body
data, protect sensitive body data, and analyse the anthropometrics data.
From 2000 to 2008, Treleaven and his team worked with the US scanner
company TC2 to develop pioneering size-extraction software. A benchmarking
process required the scanning of a calibration mannequin, a range of
adults and children of different ethnic origins, plus a range of underwear
materials. The work led to SizeUK, Britain's first National Sizing Survey
[1, 2] since the 1950s. Between 2001 and 2002, measurements were taken
from more than 11,000 people across the UK using TC2 body scanners.
Volunteers were chosen across three national regions to represent both
genders, across seven different age groups from 16 years to 95 years,
taking into account ethnicity and socio-economic factors. The software
required Treleaven to develop advanced image processing to identify body
landmarks (e.g. chest, waist, hips) and then extract linear or girth
measurements. It was refined for later use in SizeUSA and other national
surveys.
Treleaven's UCL collaborator, Professor Bernard Buxton, conducted
pioneering research into 3D body modelling for analysing 3D shape and
calculating average bodies based on shape [3, 4]. This was developed
specifically to generate 3D average body shapes from subsets of the SizeUK
data and show the variation in shape across the subset. This involved the
application of a robust and efficient iterative closest point (ICP)
algorithm for fitting a deformable 3D human torso model to noisy data [3,
4, 5]. This led to further work into 3D pattern development for custom and
ready-to-wear clothing.
UCL co-ordinated the data analytics used for size chart and pattern block
development with retailers including Marks & Spencer, Tesco, Arcadia
and Next. All clothing sold by major retailers is based on their company
size charts, which are specific to a given demographic customer profile.
The computer science innovation was to use 3D body modelling that worked
using 3D shape data for averaging, rather than the traditional method of
using linear measurements to calculate average body sizes and group
cohorts for size ranges.
Since 2008, Treleaven's research has focused on the development of
software for clothing technology, such as customised 3D virtual and
physical fit mannequins based on Buxton's 3D shape analysis tools. The 3D
body modelling research was used to cluster subjects based on their shape
rather than linear measurements. This data was then used to produce unique
and highly accurate virtual and physical mannequins. The 3D body modelling
research allows an `average' virtual mannequin of a specific size for a
given cohort of subjects to be produced, which is then used to produce a
range of virtual mannequins (e.g. for UK women's sizes 6 to 28). The
physical mannequins are built according to data from SizeUK and
SizeGermany, and are manufactured in China, with the 3D body modelling
research continuing to be pursued at UCL.
In healthcare, Treleavan has worked with Professor Jonathan Wells at
UCL's Institute of Child Health on the analysis of SizeUK, SizeUSA and
SizeTHAILAND for obesity. This involved 3D body modelling research [6],
demonstrating the limitations of BMI and the `velocity' of obesity in
children. The group has built anthropometrics software and analytics for
doctors' surgeries.
The main researchers were: Professor Philip Treleaven, Professor of
Computer Science at UCL since 1986, Professor Bernard Buxton, Professor of
Information Processing Systems from 1994 and then Dean of Engineering till
2009, and Dr. Anthony Ruto (consultant, 2009-2013).
References to the research
[4] A. Ruto, B. Buxton, Application of a Robust and Efficient ICP
Algorithm for Fitting a Deformable 3D Human Torso Model to Noisy Data,
DICTA 2005, Digital Image Computing: Techniques and Applications, Cairns,
Australia, 6 - 8 December 2005. http://doi.org/fv5495
[5] A. Ruto, B. Buxton, I. Mirkin, C. Goonatilake, Secure Online 3D Human
Body Database, Proceedings of Scanning 2001, Paris, May 2001. Available on
request.
[6] J. C. K. Wells, A. Ruto, P. Treleaven, Whole-body three-dimensional
photonic scanning: a new technique for obesity research and clinical
practice. International Journal of Obesity, 2008, 32, 232-238. http://doi.org/djfs2s
References [1], [3] and [4] best demonstrate the quality of the research.
Research funding: SizeUK was co-funded by a £2 million DTI Grant
(Foresight Link Award 62: 3D Electronic Commerce) and by 14 major UK
retailers, who provided in-kind funding of £2 million.
Details of the impact
UCL's research pioneered 3D body-surface scanning and its application to
the clothing industry. Since 2008, sizing surveys have been conducted in
numerous countries, leading to improvements in clothing manufacture and
efficiency in the global retail industry overall. In addition the research
has now also had impact in healthcare by supporting work on combating
obesity and related diseases such as diabetes. Further success is
evidenced by the growth of UCL spinout companies.
Sizing surveys: Since 2008, countries around the world,
including Germany, Thailand, Mexico and Italy (2012) [a] have conducted
large-scale sizing surveys, based on the earlier UK National Sizing
Survey. UCL either managed or advised on these national surveys. In
Germany, where the survey was carried out in 2008, the results have been
used to update German size charts, produce virtual avatars, and by Sizemic
to create a range of SizeGERMANY fit mannequins [b].
In Thailand, the anthropometrics data generated by the 2009 national size
survey has been used to assist the Thai clothing industry. The scan data
collected in SizeTHAILAND was used to construct the first-ever standard
Thai body size chart. The chart has now been used by clothing
manufacturers in Thailand to design and produce clothes that better fit
the Thai population. The director of SizeTHAILAND confirms that "according
to feedback from leading uniform clothing manufacturers who have adopted
the SizeTHAILAND sizing system, there has been an approximately 35%
reduction in overall clothing alterations." [c]
Impact on retail and manufacturing: The results of the
SizeUK survey have had a significant impact on manufacturing. Analysing
the SizeUK anthropometrics data and related analytics, UCL and its
partners developed company/brand specific size charts for over 25 UK
retailers based on the retailer's/brand's specific demographic customer
profile. This work started in 2005 but has been ongoing through 2008-2013
as companies redo their size charts and new companies purchase the SizeUK
data.
Since 2008, manufacturers have particularly benefited from the
development and use of SizeUK and SizeGERMANY fit mannequins. Fit
mannequins are used in the clothing industry for product development and
quality assurance. The work by Buxton, described above, has underpinned
Sizemic's commercialisation of fit mannequins, developed from 3D SizeUK
shape data. This process ensures the mannequins are realistic and have
accurate body shapes, truly representative of their age group and target
customer profile.
Sizemic offers both customised mannequins and a range of specially
developed generic mannequins, available in a variety of sizes and shapes
representing different age groups for both genders. In Germany, the range
consists of 13 standard-sized fashion mannequins for men, women and
children [b]. This enables retailers to establish the optimum body shape
for their target market and standardise this across their supply chain,
ensuring that all of a company's suppliers are developing and fitting
product on the same body size and shape. Sizemic's managing director lists
feedback from the company's clients on the use of fit mannequins: "greater
accuracy and consistency of fit as all suppliers are fitting and
developing product on exactly the same body size and shape (size and shape
standard); excellent QA [quality assurance] communication tool; reduction
in returns for fit and sizing; reduction in production development time
and costs." [d]
Use of these mannequins speeds up the product development lifecycle, as
samples no longer need to be shipped back and forth between suppliers in
Asia and retailers in Europe and America [d]. This helps to underpin `fast
fashion' by reducing lead times, reducing the need for sampling and
ultimately reducing air-freight costs by ensuring the correct products
reach the correct retailers and consumers. Improved garment fit and
development efficiency enhances the suppliers' relationship with their
retail clients, ensuring benefits on both sides of the transaction as
well. The increased customer satisfaction and loyalty leads to increased
sales and therefore profit. This is particularly true given the growth of
internet shopping, with retailers taking on the burden of supplying
customers with multiple sizes as they are unsure what size will fit.
Prior to the use of fit mannequins, it would typically take four to five
iterations of a sample before a retailer could finally approve it. This
has now been reduced to one or possibly two iterations, resulting in at
least a 50% reduction in sample making, shipping and fit model costs. It
also speeds up the product development time by at least 25%, which is
critical for the `fast fashion' retailers that make up Sizemic's
customers, including Tesco, New Look, Topshop, Miss Selfridge, Sainsbury's
and Boden [d].
Another UCL spinout company, Bodymetrics, originally set up in 2000,
produces body scanners for use in clothing retail. At Selfridges
department store in London and Bloomingdales stores on the west coast of
America, Bodymetrics pods scan customers to provide made-to-measure jeans
and identify which brand will most suit individual customers; as of 2012,
the pod accounted for 20% of all premium jeans sales at Selfridges, where
it has been in use since 2009 [e] and where it grosses $5,000 annually per
square foot of retail space [f]. In 2011, another pod was installed in a
high-street fast-fashion store in London [g]. The retailer, New Look,
also uses Bodymetrics scanning technology in-house to ensure uniformity of
size for garments manufactured in factories across the world [g].
Adoption of new technology in healthcare: Treleaven and his
collaborators have developed a 3D healthcare system for GP practices that
analyses and comments upon a patient's 3D anthropometrics, comparing the
patient's scan to the SizeUK data. A patient is scanned and the GP then
compares the patient's anthropometrics data with the SizeUK database to
identify any deviation of the patient from national norms, such as over or
underweight and the shape of the stomach which is an indicator of the
propensity for the onset of Type II Diabetes. A company, ShapeDynamics,
was established in 2010 to support the software. Since 2011, the system
has been undergoing trials at a large private GP practice in the City of
London. To date, 240 patients have been scanned. [h]
Creation of spinout companies: The spread of national
sizing surveys around the world has had an economic benefit for Sizemic.
Set up in 2008 as a UCL spinout, the company now has 10 employees, with
offices in London and Hong Kong, and a turnover of £1m [d]. Since 2008,
Bodymetrics has expanded to 10 employees and started business in the
United States [i, e].
Sources to corroborate the impact
[a] Confirmation of the date of the SizeMEXICO survey in 2010-2011
http://www.tc2.com/history.html;
SizeITALY: http://www.sizeitaly.it
[b] SizeGermany fit mannequins unveiled, 10 June 2013, http://www.just-style.com/news/sizegermany-fit-mannequins-unveiled_id118109.aspx
[c] A letter from the director of SizeTHAILAND corroborates that the
survey benefited clothing manufacturers in Thailand, the 35% reduction in
clothing alterations, and the link to UCL's work. Available on request.
[d] Letter from the managing director at Sizemic Limited corroborates the
information relating to Sizemic, e.g. investment funding, employment
figures, turnover and customers. It also confirms the reduction in product
development time through the use of fit mannequins, and details the
positive customer feedback Sizemic has received from its customers.
Available on request.
[e] For corroboration of the use of Bodymetrics scanners in the United
States and that the pod accounts for 20% of Selfridges' jeans sales, see:
http://www.prnewswire.com/news-releases/bloomingdales-and-bodymetrics-open-body-sizing-pod-in-silicon-valley-165557926.html;
Its use in scanning for made-to-measure jeans:
http://www.ilovejeans.com/the-denim-detective/
[f] Bodymetrics pod grosses $5,000 per square foot of retail space:
http://www.bodymetrics.com/pr/oct2011.php
[g] New Look's use of Bodymetrics scanners in store and for manufacturing
consistency, see Daily Mail, 18 October 2011, http://dailym.ai/HRFDjd
[h] A letter from the Director of Shape Dynamics confirms the
establishment of the company, the benefits of the system and the number of
patients scanned so far. Available on request. See also http://www.shapedynamics.com.
[i] Bodymetrics' CEO can corroborate the company's growth during the REF
impact period. Contact details provided separately.